DML Analysis: Top 5 PCs
| Model |
DML ? |
p-val |
Text?AI |
Text?SC |
Text+SC?AI |
Text+AI?SC |
Var |
| Full (200 PCs) |
0.0404 |
0.0016 |
0.499 |
-0.011 |
0.506 |
-0.018 |
72.1% |
| Top 5 PCs |
0.1253 |
0.0000 |
0.435 |
-0.045 |
0.440 |
-0.026 |
12.0% |
| Difference |
0.0849 |
- |
-0.064 |
-0.034 |
-0.066 |
-0.007 |
-60.2% |
Top 5 PCs: PC0, PC2, PC5, PC13, PC46
Variance explained: 12.0%
Points shown: 9513/9513
R² Legend: All values are 5-fold cross-validated
? Text?AI: How well text predicts AI ratings
? Text?SC: How well text predicts actual social class
? Text+SC?AI: How well text + actual SC predict AI ratings
? Text+AI?SC: How well text + AI ratings predict actual SC